Multi-View 3D Parametric Modeling for Cervical Ultrasound Imaging – A Validation Study
The assessment of cervical spine disease mostly relies on radiography which can cause hazard ionizing radiation to patients. Three-dimensional (3D) ultrasound (US) imaging has emerged as a promising technique for scoliosis diagnosis due to its low-cost, non-radiation and flexible operation. However, research on ultrasound cervical imaging remains limited. The objectives of this paper are to develop a novel Multi-View 3D ultrasound parametric modeling imaging method for cervical spine and to perform a phantom study for evaluating the precision and accuracy. US volumes from posterior, left posterolated and right posterolated views, are registered to the same coordinate system, then fused into a full-view volume. The posture information of each vertebra was derived from the full-view volume and applied to a template model to generate a 3D model of the target cervical spine phantom. The generated cervical spine model exhibited high accuracy and precision and showed a good visualization result, which demonstrated the poential of 3D US imaging for cervical spine disease diagnostics..
Authors
- Songhan Ge (ORCID: https://orcid.org/0000-0003-4880-5441)
- Yuchong Gao (ORCID: https://orcid.org/0009-0001-2585-9319)
- Jianhao Zhao (ORCID: https://orcid.org/0009-0008-9284-381X)
- Wei Zhang (ORCID: https://orcid.org/0000-0001-6473-0254)
- Rui Zheng (ORCID: https://orcid.org/0000-0003-4446-8724)
- Haoyuan Tian
Institutions
- ShanghaiTech University (CN)
Publication Details
- Published
- 2024-09-22
- DOI
- https://doi.org/10.1109/uffc-js60046.2024.10793614
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00